Modality-chain reasoning enables multimodal protein modelling and design
Chaozhong Liu, Linlin Chao, Shaomin Ji, Hao Wang, Guowei Zhou, J. X. Zheng, Dubeiqi Hong, Yucheng Guo, Taorui Jiang, Zhangyang Gao, Ming Yang, Jianfeng Pan, Stan Ziqing Li, Xiaomin Zhang
This paper introduces modality-chain reasoning for multimodal protein modeling and design, showing improved performance in structure prediction, inverse folding, and fitness prediction compared to existing models.
bioRxiv · Jul 21, 2025 · PreprintBioinformatics